AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline accuracy 0.495652 1.53
2_DecisionTree Decision Tree accuracy 0.878261 2.98
3_Linear Linear accuracy 0.947826 4.37
the best 4_Default_Xgboost Xgboost accuracy 0.973913 4.2
5_Default_NeuralNetwork Neural Network accuracy 0.947826 2.57
6_Default_RandomForest Random Forest accuracy 0.930435 3.26
Ensemble Ensemble accuracy 0.973913 1.17

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation